Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen)
The self-purification of waters is a complex process, including physical, biological and chemical processes. Based on experimental data in May 2014 and December 2014 in Vung Ro bay (Phu Yen), this paper assesses biological self-purification capicity through the biodegradation of organic matter and nutrient assimilation. The capacity of biodegradation of organic matter is represented by nonlinear regression models of the relationship between BOD and decay time: model of Streeter - Phelps, Young and Clark (1965); Mason et al., (2006). The capacity of nutrient assimilation is represented by the nonlinear regression models of the relationship between photosynthesis and irradiance: Model of Webb et al., (1974); Platt et al., (1980); Eilers and Peeters (1988). Using the least squares method on the nonlinear regression model, the parameters characterizing the self purification process in Vung Ro waters were identified. The study results indicated that the rate of organic biodegradation in Vung Ro waters was 0.1073 ± 0.0781 days-1 (with RMSE = 0.0663 ± 0.0386); the half-time of decay was about 6 days. The maximum intensity of photosynthesis in Vung Ro waters was 57.6881 ± 25.2211 mgC (mgChal)-1h-1 (with RMSE = 3.5900 ± 2.2170); maximum nutrient assimilation of phytoplankton was 9.1719 ± 3.5962 mgN/m3/h and 1.2693 ± 0.4977 mgP/m3/h.
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Format: | Journal Contribution biblioteca |
Language: | Vi |
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2018
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Subjects: | Biological self-purification capicity, Biodegradation of organic matter, Nutrient assimilation, Nonlinear regression models, |
Online Access: | https://doi.org/10.15625/1859-3097/18/4A/13641 http://hdl.handle.net/1834/15048 |
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dig-aquadocs-1834-150482021-05-19T06:57:19Z Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen) Bước đầu ứng dụng mô hình hồi quy phi tuyến đánh giá khả năng tự làm sạch sinh học vực nước Vũng Rô (Phú Yên) Nguyen, Huu Huan Nguyen, Trinh Duc Hieu Biological self-purification capicity Biodegradation of organic matter Nutrient assimilation Nonlinear regression models The self-purification of waters is a complex process, including physical, biological and chemical processes. Based on experimental data in May 2014 and December 2014 in Vung Ro bay (Phu Yen), this paper assesses biological self-purification capicity through the biodegradation of organic matter and nutrient assimilation. The capacity of biodegradation of organic matter is represented by nonlinear regression models of the relationship between BOD and decay time: model of Streeter - Phelps, Young and Clark (1965); Mason et al., (2006). The capacity of nutrient assimilation is represented by the nonlinear regression models of the relationship between photosynthesis and irradiance: Model of Webb et al., (1974); Platt et al., (1980); Eilers and Peeters (1988). Using the least squares method on the nonlinear regression model, the parameters characterizing the self purification process in Vung Ro waters were identified. The study results indicated that the rate of organic biodegradation in Vung Ro waters was 0.1073 ± 0.0781 days-1 (with RMSE = 0.0663 ± 0.0386); the half-time of decay was about 6 days. The maximum intensity of photosynthesis in Vung Ro waters was 57.6881 ± 25.2211 mgC (mgChal)-1h-1 (with RMSE = 3.5900 ± 2.2170); maximum nutrient assimilation of phytoplankton was 9.1719 ± 3.5962 mgN/m3/h and 1.2693 ± 0.4977 mgP/m3/h. Published 2019-04-05T09:18:43Z 2019-04-05T09:18:43Z 2018 Journal Contribution Not Known 1859 3097 https://doi.org/10.15625/1859-3097/18/4A/13641 http://hdl.handle.net/1834/15048 Vi http://vjs.ac.vn/index.php/jmst/article/view/13641 pp. 129-140 Viet Nam Vung Ro bay |
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Biological self-purification capicity Biodegradation of organic matter Nutrient assimilation Nonlinear regression models Biological self-purification capicity Biodegradation of organic matter Nutrient assimilation Nonlinear regression models |
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Biological self-purification capicity Biodegradation of organic matter Nutrient assimilation Nonlinear regression models Biological self-purification capicity Biodegradation of organic matter Nutrient assimilation Nonlinear regression models Nguyen, Huu Huan Nguyen, Trinh Duc Hieu Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen) |
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The self-purification of waters is a complex process, including physical, biological and chemical processes. Based on experimental data in May 2014 and December 2014 in Vung Ro bay (Phu Yen), this paper assesses biological self-purification capicity through the biodegradation of organic matter and nutrient assimilation. The capacity of biodegradation of organic matter is represented by nonlinear regression models of the relationship between BOD and decay time: model of Streeter - Phelps, Young and Clark (1965); Mason et al., (2006). The capacity of nutrient assimilation is represented by the nonlinear regression models of the relationship between photosynthesis and irradiance: Model of Webb et al., (1974); Platt et al., (1980); Eilers and Peeters (1988). Using the least squares method on the nonlinear regression model, the parameters characterizing the self purification process in Vung Ro waters were identified. The study results indicated that the rate of organic biodegradation in Vung Ro waters was 0.1073 ± 0.0781 days-1 (with RMSE = 0.0663 ± 0.0386); the half-time of decay was about 6 days. The maximum intensity of photosynthesis in Vung Ro waters was 57.6881 ± 25.2211 mgC (mgChal)-1h-1 (with RMSE = 3.5900 ± 2.2170); maximum nutrient assimilation of phytoplankton was 9.1719 ± 3.5962 mgN/m3/h and 1.2693 ± 0.4977 mgP/m3/h. |
format |
Journal Contribution |
topic_facet |
Biological self-purification capicity Biodegradation of organic matter Nutrient assimilation Nonlinear regression models |
author |
Nguyen, Huu Huan Nguyen, Trinh Duc Hieu |
author_facet |
Nguyen, Huu Huan Nguyen, Trinh Duc Hieu |
author_sort |
Nguyen, Huu Huan |
title |
Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen) |
title_short |
Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen) |
title_full |
Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen) |
title_fullStr |
Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen) |
title_full_unstemmed |
Initial application of nonlinear regression models to assess biological self-purification capacity in Vung Ro Bay (Phu Yen) |
title_sort |
initial application of nonlinear regression models to assess biological self-purification capacity in vung ro bay (phu yen) |
publishDate |
2018 |
url |
https://doi.org/10.15625/1859-3097/18/4A/13641 http://hdl.handle.net/1834/15048 |
work_keys_str_mv |
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_version_ |
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